Low-light Image Enhancement on ELD Bayer RAW
29.27PSNRSMG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SMGMethod Type=RAW-based, GPU Inference time (ms)=494.68, CPU Inference time (s)=5.53, GFLOPs=1274.27, Parameters (M)=18.3552025.12 | 29.27 | 0.823 | 0.248 | |
| CDANMethod Type=sRGB-based, GPU Inference time (ms)=7.46, CPU Inference time (s)=70.10, GFLOPs=381.44, Parameters (M)=3.5862025.12 | 28.87 | 0.811 | 0.274 | |
| ERIENetMethod Type=RAW-based, GPU Inference time (ms)=6.84, CPU Inference time (s)=1.13, GFLOPs=39.29, Parameters (M)=1.4192025.12 | 28.8 | 0.819 | 0.281 | |
| DnfMethod Type=RAW-based, GPU Inference time (ms)=null, CPU Inference time (s)=47.48, GFLOPs=2874.44, Parameters (M)=11.1402025.12 | 28.75 | 0.813 | 0.327 | |
| RAWFormerMethod Type=RAW-based, GPU Inference time (ms)=414.94, CPU Inference time (s)=20.69, GFLOPs=781.54, Parameters (M)=3.4012025.12 | 28.18 | 0.817 | 0.204 | |
| DeepLPFMethod Type=sRGB-based, GPU Inference time (ms)=null, CPU Inference time (s)=20.80, GFLOPs=667.54, Parameters (M)=1.7692025.12 | 26.54 | 0.715 | 0.284 | |
| SIDMethod Type=RAW-based, GPU Inference time (ms)=9.22, CPU Inference time (s)=5.38, GFLOPs=523.83, Parameters (M)=7.7612025.12 | 26.44 | 0.783 | 0.291 | |
| REDIMethod Type=RAW-based, GPU Inference time (ms)=7.14, CPU Inference time (s)=1.31, GFLOPs=58.68, Parameters (M)=0.7852025.12 | 26.22 | 0.655 | 0.267 | |
| PJLENRMethod Type=sRGB-based, GPU Inference time (ms)=525.06, CPU Inference time (s)=8.01, GFLOPs=113.86, Parameters (M)=2.5392025.12 | 23.25 | 0.569 | 0.364 | |
| Zero-DCEMethod Type=sRGB-based, GPU Inference time (ms)=null, CPU Inference time (s)=9.79, GFLOPs=967.73, Parameters (M)=0.7942025.12 | 19.84 | 0.268 | 0.602 |